[nltk_data] Downloading package stopwords to /root/nltk_data... [nltk_data] Package stopwords is already up-to-date!
This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.
Since praise gets valued on a scale, we can take a look at how often each value of the scale gets assigned by quantifiers. Note: This metric disregards scores of praise marked as a duplicate, since the score of the original is already being taken into account.
The ten highest rated contributions for this round were the following:
| Avg. score | To | Reason |
|---|---|---|
| 69.0 | griffgreen#0 | for all the ENS outreach and pushing. without you, we would be missing 5 ETH in our pockets and I prefer ETH heavy pockets. Thanks for the amazing fundraising efforts |
| 66.3333333333333 | griffgreen#0 | for quickly sending advance payment to our contributor who really needs it as financial support when travelling to Istanbul. We greatly appreciate all the effort and creative ways you're doing to make sure our contributors don't have any blockers to joing the Giveth Magic retreat and Devconnect! 🙌🏼 |
| 66.3333333333333 | griffgreen#0 | for explaining Gurves. You are so great at breaking down very complicated things in a very simple digestible language. You are great at teaching. :) |
| 66.3333333333333 | griffgreen#0 | Becasue I understand from a bussiness perspective (even when we are "not" one), the tremendous monetary effort he has to make in order for this rereat to happen. Economic resources must have been changed from different areas for this to be possible without breaking (maybe just cracking a bit) |
| 63.6666666666667 | missgene#0 | for all their work coordinating folks for Instanbul, ensuring that all forms are filled out and the people are all situated, prepped & ready to bond! |
| 62.0 | karmaticacid#0 | For all her effort in not only keeping Giveth a float but going further and having on her mind ways to improve and make this a total success, weather is ENS, Epoch, QF rounds, etc! I love having a perspective of a bussiness mind in the team because I believe we need that, and I totally align to it. Aaaand for comming to the retreat when feeling like sh!!! Thank you for making the effort to share with us! |
| 59.3333333333333 | karmaticacid#0 | for updating our grant for gg19, and applying for the round, relaying message points to comms and organizing issues for marketing out grant. It was a lot of work to manage while being present in the 1st day of our givconnect retrea |
| 59.3333333333333 | griffgreen#0 | for helping me a lot with my "how to fundraise for nonprofits in crypto" talk for How 2 DAO. 1st draft of the prezo is done, and now at least I can get ONE good night's sleep for a day of cleaning it up & practicing tomorrow 🙏 |
| 57.6666666666667 | missgene#0 | for hunting down a restaurant in the vicinity that fit both our budget and our group size, coordinating the transport with the hotel, and getting everyone on the bus! |
| 57.6666666666667 | karmaticacid#0 | For their great speech in how dao event, you guys are really amazing and inspiring |
We can now take a look at the distribution of the received praise rewards. You can toggle the inclusion of the different sources by clicking on the legend.
We can also take a look at the amount of praise different users gave.
Now for something more fun: let's surface the top "praise flows" from the data. Thanks to @inventandchill for this awesome visualization! On one side we have the top 15 praise givers separately, on the other the top 25 receivers. The people outside the selection get aggregated into the "REST FROM" and "REST TO" categories.
Now let's take a closer look at the quantification process and the quantifiers:
To aid the revision process, we highlight disagreements between quantifiers.
This graphic visualizes controversial praise ratings by sorting them by the "spread" between the highest and lowest received score.
Please keep in mind that this is a visual aid. If there are several praise instances with similar spread and quant score, all but one end up "hidden" on the chart. For an exhaustive list, take a look at the exported file "praise_outliers.csv" .
Let's see how different quantifiers behaved by showing the range of praise scores they gave.
To interpret the box plot:
Bottom horizontal line of box plot is minimum value
First horizontal line of rectangle shape of box plot is First quartile or 25%
Second horizontal line of rectangle shape of box plot is Second quartile or 50% or median.
Third horizontal line of rectangle shape of box plot is third quartile or 75%
Top horizontal line of rectangle shape of box plot is maximum value.
Among 341 praises, 48 (14.08%) do not agree on duplication
Praise instances with disagreements in duplication are collected in 'results/duplication_examination.csv'. To compare, look at the last 4 columns: 'DUPLICATE MSG 1/2/3' and 'ORIGINAL MSG'.
Among 341 praises, 1 (0.29%) do not agree on dismissal
Praise instances with disagreements in dismissal are collected in'results/dismissal_disaggreed.csv'. You can further look into who dismissed and who did not.